Masterclass Certificate in ML Fundamentals Explained
-- viewing nowThe Masterclass Certificate in ML Fundamentals Explained is a comprehensive course that provides learners with essential skills in Machine Learning (ML). This program focuses on the fundamentals of ML, covering key concepts such as supervised, unsupervised, and reinforcement learning.
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Course details
• Introduction to Machine Learning
• Supervised Learning: Regression and Classification
• Unsupervised Learning: Clustering and Dimensionality Reduction
• Reinforcement Learning: Basics and Applications
• Neural Networks: Foundations and Architectures
• Deep Learning: Convolutional Neural Networks (CNN) and Recurrent Neural Networks (RNN)
• Natural Language Processing (NLP): Text Preprocessing and Word Embeddings
• Evaluation Metrics: Loss Functions, Accuracy, Precision, Recall, and F1 Score
• Ethics and Bias in Machine Learning
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